Embodiments of the present invention provide systems, methods, and computer storage media directed to a proof and attestation service that can confirm the veracity of a claim or a statement of truth based on data dynamically-retrieved from various data repositories. A server device receives, from a client device, a request to determine the veracity of a claim or a statement of truth. The server device is generally a trusted computing device, having privileged-access to a variety of data repositories that the client device may or may not access. The server device can select one or more data repositories based on the claim, obtain results data from the selected one or more data repositories, and evaluate each result to determine whether it corresponds to or contradicts the claim. A veracity score can be calculated for the claim or for a result that corresponds to or contradicts the claim. The server device can generate an attestation notification that includes the claim or the result for communication to the requesting client device. In this way, the client device can utilize the proof and attestation service, facilitated via the server device, to determine a claim's veracity or its calculated likelihood of being true.
Legal claims defining the scope of protection. Each claim is shown in both the original legal language and a plain English translation.
2. The computer-implemented method of claim 1, wherein the generated attestation notification includes the calculated veracity score.
3. The computer-implemented method of claim 1, wherein the determined correlation includes a score that corresponds to the second calculated likelihood.
4. The computer-implemented method of claim 1, wherein each data repository of the set of privileged-access data repositories is stored in one of a plurality of computing devices.
5. The computer-implemented method of claim 1, wherein the communication causes the generated attestation notification to be displayed by the remote computing device.
6. The computer-implemented method of claim 1, wherein each privileged-access data repository of the set of privileged-access data repositories includes one of a distributed ledger or a database.
7. The computer-implemented method of claim 1, wherein the determination that first result verifies the fact is made in response to receiving the set of results.
This invention relates to a computer-implemented method for verifying facts in a data processing system. The method addresses the challenge of accurately determining whether a fact is verified based on a set of results obtained from a data source. The system receives a query or request to verify a specific fact and retrieves a set of results from a data source, such as a database or knowledge graph. The method then analyzes the set of results to determine whether the first result in the set verifies the fact. The verification process involves comparing the first result against the fact to assess whether it provides sufficient evidence to confirm the fact's validity. If the first result matches or supports the fact, the method concludes that the fact is verified. The system may also consider additional results in the set to further validate the fact, ensuring robustness in the verification process. This approach improves the reliability of fact-checking systems by leveraging structured data and automated analysis to confirm factual accuracy. The method is particularly useful in applications requiring high-confidence verification, such as legal, medical, or financial domains.
8. The computer-implemented method of claim 1, wherein the correlation between the second result and the first result is made in response to receiving the set of results.
This invention relates to a computer-implemented method for correlating data results in a search or analysis system. The method addresses the problem of efficiently identifying relationships between different sets of search results, particularly when the results are generated by separate processes or systems. The invention improves upon prior approaches by dynamically correlating a second set of results with a first set of results in response to receiving the second set, rather than requiring pre-processing or manual intervention. The correlation process involves analyzing the content, metadata, or contextual attributes of the results to determine meaningful connections, such as shared entities, temporal relationships, or semantic similarities. The method may also involve ranking or prioritizing the correlated results based on relevance, confidence scores, or user preferences. This approach enhances data discovery, reduces redundancy, and improves the efficiency of information retrieval in applications such as search engines, data analytics platforms, or knowledge management systems. The invention may further integrate with machine learning models to refine correlation criteria over time, adapting to user behavior or evolving data patterns. The method ensures that correlated results are presented in a structured or visually intuitive manner, such as grouped listings, interactive graphs, or annotated summaries, to facilitate user comprehension.
10. The non-transitory computer readable medium of claim 9, wherein the generated attestation notification includes the calculated veracity score.
A system and method for verifying the authenticity and integrity of digital content involves generating an attestation notification that includes a calculated veracity score. The veracity score quantifies the likelihood that the digital content has been altered or tampered with, providing a measurable indicator of trustworthiness. The system analyzes the digital content using cryptographic techniques, such as hashing or digital signatures, to detect modifications. The attestation notification, which includes the veracity score, is then transmitted to a recipient or stored for later verification. This allows users to assess the reliability of the content before interacting with it. The system may also include additional features, such as timestamping or blockchain-based verification, to further enhance the integrity of the attestation process. The veracity score can be displayed in a user interface or integrated into a digital rights management system to enforce access controls based on the content's trustworthiness. This approach helps prevent the spread of misinformation and ensures that only verified content is used in critical applications.
11. The non-transitory computer readable medium of claim 9, wherein the determined correlation includes a score that corresponds to the second calculated likelihood.
A system and method for analyzing data correlations in a computing environment involves processing input data to identify relationships between variables. The system calculates a first likelihood that a first variable is correlated with a second variable based on statistical analysis of the input data. It then calculates a second likelihood that the correlation is meaningful or significant, considering factors such as data quality, sample size, or domain-specific constraints. The system determines a correlation score based on the second likelihood, which quantifies the strength or reliability of the relationship. This score can be used to filter, rank, or visualize correlations, helping users identify the most relevant or trustworthy relationships in the data. The method may involve machine learning models or statistical techniques to refine the correlation assessment. The system can be applied in fields like data analytics, predictive modeling, or decision support, where understanding relationships between variables is critical. The correlation score provides a standardized way to evaluate and compare correlations, improving the reliability of data-driven insights.
12. The non-transitory computer readable medium of claim 9, wherein each data repository of the set of privileged-access data repositories is stored in one of a plurality of computing devices.
13. The non-transitory computer readable medium of claim 9, wherein the communication causes the generated attestation notification to be displayed by the remote computing device.
A system and method for secure attestation notifications in computing environments involves generating and transmitting attestation data to verify the integrity and security state of a computing device. The system includes a local computing device that collects attestation data, such as cryptographic measurements or system state information, and generates an attestation notification based on this data. The attestation notification is then transmitted to a remote computing device, where it is displayed to a user or another system. The remote computing device may verify the attestation data to confirm the security and integrity of the local computing device. This process ensures that the remote computing device can trust the state of the local device, preventing unauthorized access or tampering. The system may also include mechanisms to encrypt the attestation data during transmission to further enhance security. The method involves collecting the attestation data, generating the notification, and transmitting it to the remote device for display and verification. This approach is particularly useful in environments where secure communication and verification of device integrity are critical, such as in remote access systems, cloud computing, or IoT device management.
14. The non-transitory computer readable medium of claim 9, wherein each privileged-access data repository of the set of privileged-access data repositories includes one of a distributed ledger or a database.
A system for managing privileged-access data repositories involves storing and controlling access to sensitive information using a distributed architecture. The system addresses security and access control challenges in environments where multiple users or systems require access to confidential data, such as financial records, medical information, or proprietary business data. The invention ensures secure storage and retrieval of privileged data by implementing a set of privileged-access data repositories, each of which may be a distributed ledger or a traditional database. The system includes a privileged-access data repository manager that processes access requests, validates permissions, and retrieves or updates data from the appropriate repository. The manager also enforces access policies and logs all interactions for auditing purposes. The distributed ledger or database repositories provide redundancy, tamper resistance, and scalability, ensuring data integrity and availability. The system may also include a user interface for administrators to configure access rules and monitor repository activity. This approach enhances security by decentralizing data storage and applying strict access controls, reducing the risk of unauthorized access or data breaches.
15. The non-transitory computer readable medium of claim 9, wherein the determination that first result verifies the fact is made in response to receiving the set of results.
16. The non-transitory computer readable medium of claim 9, wherein the correlation between the second result and the first result is made in response to receiving the set of results.
18. The system of claim 17, wherein the generated attestation notification includes the calculated veracity score.
19. The system of claim 17, wherein the determination that first result verifies the fact is made in response to receiving the set of results.
20. The system of claim 17, wherein the correlation between the second result and the first result is made in response to receiving the set of results.
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December 11, 2020
November 15, 2022
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